Training: Create document intelligence solutions with Azure AI Document Intelligence (AI-3002)

Ref. AI-3002

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Duration:

1

day

Exam:

Not certifying

Level:

Intermediate

Funding:

Temptraining

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Create document intelligence solutions with Azure AI Document Intelligence (AI-3002)

Start your journey towards mastering Azure AI Document Intelligence with our comprehensive and engaging AI-3002 course “Create document intelligence solutions with Azure AI Document Intelligence”. Discover how to extract data from forms, whether they are typed or handwritten, and how to develop a solution tailored to your custom form types. Our program covers everything from planning Azure AI Document Intelligence resources to integrating custom solutions into an Azure cognitive search pipeline.

Learn to use the pre-built models of the Form Recognizer, to extract data efficiently, and to train custom models for specific applications. Whether you are looking to understand financial, identification, or tax models, or to build a custom skill for Azure cognitive search, our training will guide you through each step with clarity and precision.

Participant profiles

AI engineers and developers aiming to specialize in document solutions.
Data analysts and data processing specialists.
Cloud architects and IT professionals working with Microsoft Azure.
Project managers focusing on process automation and digital transformation.
Professionals looking to automate document processing.

Objectives

Design analysis solutions for enterprise forms with Azure AI Document Intelligence.
Create systems for analyzing common documents through Document Intelligence.
Analyze various types of custom forms using Document Intelligence.
Integrate the Azure AI Document Intelligence service as a custom skill in an Azure cognitive search pipeline.
Master the use of pre-built and custom models for data extraction.
Develop skills in Azure cognitive search enrichment pipeline.

Prerequisites

No prerequisites required for the AI-3002 course.

Course content

Module 1: Introduction to Azure AI Document Intelligence

Overview of Azure AI Document Intelligence services.
Exploration of business use cases.
Introduction to document analysis features.

Module 2: Creating Solutions for Standard Documents

Configuring Document Intelligence for standard forms.
Analyzing structured and unstructured data.
Using Azure AI APIs for data extraction.

Module 3: Customizing Analysis Solutions

Building models for specific forms.
Training and deploying custom models.
Integrating solutions into business environments.

Module 4: Integration into an Azure Cognitive Search Pipeline

Creating a custom skill in Azure Cognitive Search.
Automating document data workflows.
Optimizing search pipeline performance.

Documentation

Access to Microsoft Learn, Microsoft’s online learning platform, offering interactive resources and educational content to deepen your knowledge and develop your technical skills.

Lab / Exercises

This course provides you with exclusive access to the official Microsoft lab, enabling you to practice your skills in a professional environment.

Complementary courses

Temptraining funding

ITTA is a partner of Temptraining, the continuing education fund for temporary workers. This training fund can subsidize continuing education for anyone who works for an employer subject to the Collective Work Agreement (CCT) Rental of services.

Additional information

Understanding Azure AI Document Intelligence

In a constantly evolving digital world, Azure AI Document Intelligence stands out as an essential tool for businesses looking to automate and optimize data extraction from various documents. This AI-3002 course provides you with a thorough understanding of how Azure AI can transform your business processes by automating the recognition and extraction of data from handwritten or typed forms.

Planning an Azure AI Document Intelligence Solution

Resource planning is crucial for success in deploying Azure AI Document Intelligence. This segment of the course guides you through selecting the most relevant model types for your needs, with a particular focus on Prebuilt Form Recognizer Models. You will learn how to choose between general document, reading, and layout models, as well as how to leverage specialized models for financial, identification, and tax documents.

Data Extraction with Azure Document Intelligence

Effective data extraction from forms is at the heart of Azure AI Document Intelligence. This course details the extraction process using both prebuilt and custom models, enabling you to manipulate and extract valuable information from a wide variety of documents.

Getting Started with Azure Document Intelligence

For those new to Azure Document Intelligence, this course offers a comprehensive introduction, from a basic understanding of what Azure Document Intelligence is to setting up and using models within the Azure Document Intelligence Studio. You will also learn to train custom models tailored to your specific needs.

Composite Models and Custom Skills

An advanced aspect of this course involves creating composite models in Form Recognizer and developing custom skills for enriching Azure Cognitive Search pipelines. These skills are crucial for professionals looking to integrate advanced document intelligence into their existing Azure applications and services.

FAQ

What are the prerequisites for this course?

A good understanding of AI basics and familiarity with Azure is recommended.

How long does it take to complete the course?

The duration depends on your pace, but each module is designed for quick progression.

Is this course suitable for beginners?

It is primarily intended for professionals with prior knowledge of AI and Azure.

By integrating these key elements, you will be not only equipped to understand and use Azure AI Document Intelligence but also ready to apply this knowledge to enhance and transform document operations in your business.